Yu-lun Tsao
Data Analyst
Shenzhen, Guangdong Province, Singapore
Summary
👤
Senior🎓
Top SchoolYu-lun Tsao is a data analyst with 13 years of cross-functional experience applying Python, SQL, R, SAS, and PySpark to drive product and business insights across e-commerce, fintech, and ad-tech. Currently at ByteDance, he combines machine learning and computer vision experience (managing OCR and CV model pipelines) with practical BI delivery from his Shopee tenure where he redesigned ETL and reporting for fraud and operations. He holds an MITB (Analytics) from Singapore Management University and a master’s in economics from National Taiwan University, blending strong quantitative foundations with business-facing analytics. A permanent Singapore resident based in Shenzhen, he moves comfortably between model development and production dashboards, improving scalability by translating scripts into SQL-backed pipelines. Notably, his background spans both algorithm optimization and regional operations BI, giving him uncommon fluency in the full analytics lifecycle from model training to access-controlled dashboards.
13 years of coding experience
4 years of employment as a software developer
Economic, Economic at National Taiwan UniversityMaster of IT in Business (MITB)(Analytics), Master of IT in Business (MITB)(Analytics) at Singapore Management University
Chinese, English
Github Skills (68)
web-performance10
visual-studio10
bundler10
linked-list10
binary-tree10
javascript10
editor10
compiler10
json10
electron10
typescript10
vscode-extension10
amd10
commonjs10
code-splitting10
Programming languages (3)
Github contributions (5)
LukeLin/react-tab
Jun 2016 - Apr 2017
Contributions:34 commits, 33 pushes, 1 branch in 9 months
LukeLin/universal-react-mobx
Nov 2016 - May 2017
Contributions:35 commits, 37 pushes, 2 branches in 6 months
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